Invention Publication
- Patent Title: OPTIMIZATION METHOD AND APPARATUS IN UNMANNED AERIAL VEHICLE BASED COMMUNICATION NETWORK
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Application No.: US18523561Application Date: 2023-11-29
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Publication No.: US20240179541A1Publication Date: 2024-05-30
- Inventor: Ji Eun YU , Kwang Myeong YANG , Kyu Yeon LEE , Cha Hyeon EOM , Hyung Je LEE , Chung Yong LEE , Duk Hyun YOU , Hoon Dong NOH
- Applicant: ELECTRONICS AND TELECOMMUNICATIONS RESEARCH INSTITUTE
- Applicant Address: KR Daejeon
- Assignee: ELECTRONICS AND TELECOMMUNICATIONS RESEARCH INSTITUTE
- Current Assignee: ELECTRONICS AND TELECOMMUNICATIONS RESEARCH INSTITUTE
- Current Assignee Address: KR Daejeon
- Priority: KR 20220164694 2022.11.30 KR 20230065803 2023.05.22 KR 20230168392 2023.11.28
- Main IPC: H04W24/02
- IPC: H04W24/02 ; H04B17/336 ; H04L43/06

Abstract:
A method of a first communication node may comprise: transmitting, to a second communication node, an initiation signal indicating to initiate a collection procedure of training data for a neural network; transmitting, to the second communication node, an information signal including network parameters of the first communication node; receiving, from the second communication node, the training data in response to the information signal; training the neural network using the training data; determining optimal network parameters using the trained neural network; and performing communication with the second communication node using the optimal network parameters.
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